I will do medical imaging ai for disease classification by grad cam mri xray radiology

I specialize in developing advanced Medical Imaging AI solutions using state-of-the-art deep learning architectures for Radiology, MRI, CT, and X-ray analysis. My focus is on building clinically reliable, high-performance disease classification systems enhanced with Grad-CAM explainability for transparent and interpretable decision-making.

With expertise in computer vision and healthcare AI, I design end-to-end medical image analysis pipelines tailored for diagnostic support, disease detection, severity grading, and abnormality classification. Whether you are a medical researcher, radiologist, healthcare startup, or academic institution, I deliver robust and reproducible AI models aligned with modern clinical research standards.

What I Offer

Disease classification for MRI and X-ray imaging

Radiographic abnormality detection

Multi-class and multi-label diagnosis systems

Severity grading using ordinal classification models

Custom deep learning architectures for medical datasets

Advanced Deep Learning Techniques

I leverage powerful neural network architectures including:

Convolutional Neural Networks (ResNet, DenseNet, EfficientNet, MobileNet)

Vision Transformers